Discover IoBT-VISTEC/Decoding-EEG-during-AO-MI-ME Open Source project

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Created over 4 years ago
Updated 9 months ago

IoBT-VISTEC

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The decoding of continuous EEG rhythms during action observation (AO), motor imagery (MI), and motor execution (ME) for standing and sitting. (IEEE Sensors Journal)

MIN2Net

End-to-End Multi-Task Learning for Subject-Independent Motor Imagery EEG Classification (IEEE Transactions on Biomedical Engineering)

Python

EEGWaveNet

source codes for EEGWaveNet: Multi-Scale CNN-Based Spatiotemporal Feature Extraction for EEG Seizure Detection (IEEE Transactions on Industrial Informatics)

Python

Pre-trained-EEG-for-Deep-Learning

Universal Joint Feature Extraction for P300 EEG Classification Using Multi-Task Autoencoder (IEEE Access)

Python

MetaSleepLearner

Meta-Learning for EEG, Sleep Staging, Transfer Learning, Pre-trained EEG, PSG datasets (IEEE Journal of Biomedical and Health Informatics)

Python

SleepPoseNet

Deep Learning Approach for UWB Applications (IEEE Journal of Biomedical and Health Informatics)

Jupyter Notebook

EEG-Emotion-Recognition-INTERFACES-datasets

EEG Emotion Datasets (INTERFACES) from OpenBCI (IEEE Sensors Journal)

Jupyter Notebook

EEGANet

EEG Artifact Removal Using Deep Learning (source code, IEEE Journal of Biomedical and Health Informatics)

Jupyter Notebook

Deep-Learning-for-EEG-Based-Biometrics

Affective EEG-Based Person Identification Using the Deep Learning Approach (IEEE Transactions on Cognitive and Developmental Systems)

Jupyter Notebook

Machine-Learning-for-BCI

CCA for SSVEP, DNN for SSVEP, ROS-BCI

Jupyter Notebook

MUSEC

For accessing to the dataset, please send your short bio and objective of the study to Dr.Theerawit Wilaiprasitporn (theerawit dot w at vistec dot ac dot th)

Jupyter Notebook

OCTAve

Implementation for OCTAve: 2D en face Optical Coherence Tomography Angiography Vessel Segmentation in Weakly-Supervised Learning with Locality Augmentation (IEEE Transactions on Biomedical Engineering))

Python

PPMI_DL

Parkinson's Disease Recognition Using SPECT Image and Interpretable AI: A Tutorial. The interpretation of the deep learning model to analyze the prediction results of 3D-images data.

Python

SSVEP-BCI-OpenBCI

A Single-Channel Consumer-Grade EEG Device for Brain-Computer Interface: Enhancing Detection of SSVEP and Its Amplitude Modulation (IEEE Sensors Journal)

Jupyter Notebook

RRWaveNet

Python

RA-CNN

RA-CNN Dataset (Small Moving Object Dataset For FMCW radar localization) (IEEE Transactions on Geoscience and Remote Sensing)

IoBT-VISTEC/Decoding-EEG-during-AO-MI-ME

IoBT-VISTEC

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